Afaf Taïk

34 papers A* 2B 1Journal 26Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
CIRCLE: A Framework for Evaluating AI from a Real-World Lens.
CoRR
Reva Schwartz, Carina Westling, Morgan Briggs, Marzieh Fadaee, Isar Nejadgholi, Matthew Holmes, Fariza Rashid, Maya Carlyle, Afaf Taïk, Kyra Wilson, Peter Douglas, Theodora Skeadas, Gabriella Waters, Rumman Chowdhury, Thiago Lacerda
2026 — conf
Say It Another Way: Auditing LLMs with a User-Grounded Automated Paraphrasing Framework.
EACL (Volume 1: Long Papers)
Cléa Chataigner, Rebecca Ma, Prakhar Ganesh, Yuhao Chen, Afaf Taïk, Elliot Creager, Golnoosh Farnadi
2025 J jnl
Balancing Profit and Fairness in Risk-Based Pricing Markets.
CoRR
Jesse Thibodeau, Hadi Nekoei, Afaf Taïk, Janarthanan Rajendran, Golnoosh Farnadi
2025 J jnl
Differentially Private Clustered Federated Learning.
Trans. Mach. Learn. Res.
Saber Malekmohammadi, Afaf Taïk, Golnoosh Farnadi
2025 A* conf
Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy.
AAAI
Khaoula Chehbouni, Martine De Cock, Gilles Caporossi, Afaf Taïk, Reihaneh Rabbany, Golnoosh Farnadi
2025 J jnl
Enhancing Privacy in the Early Detection of Sexual Predators Through Federated Learning and Differential Privacy.
CoRR
Khaoula Chehbouni, Martine De Cock, Gilles Caporossi, Afaf Taïk, Reihaneh Rabbany, Golnoosh Farnadi
2025 J jnl
Fairness in Federated Learning: Fairness for Whom?
CoRR
Afaf Taïk, Khaoula Chehbouni, Golnoosh Farnadi
2025 J jnl
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects.
CoRR
Reva Schwartz, Rumman Chowdhury, Akash Kundu, Heather Frase, Marzieh Fadaee, Tom David, Gabriella Waters, Afaf Taïk, Morgan Briggs, Patrick Hall, Shomik Jain, Kyra Yee, Spencer Thomas, Sundeep Bhandari, Paul Duncan, Andrew Thompson, Maya Carlyle, Qinghua Lu, Matthew Holmes, Theodora Skeadas
2025 J jnl
Say It Another Way: Auditing LLMs with a User-Grounded Automated Paraphrasing Framework.
CoRR
Cléa Chataigner, Rebecca Ma, Prakhar Ganesh, Afaf Taïk, Elliot Creager, Golnoosh Farnadi
2025 J jnl
The Curious Case of Arbitrariness in Machine Learning.
CoRR
Prakhar Ganesh, Afaf Taïk, Golnoosh Farnadi
2024 J jnl
Fairness Incentives in Response to Unfair Dynamic Pricing.
CoRR
Jesse Thibodeau, Hadi Nekoei, Afaf Taïk, Janarthanan Rajendran, Golnoosh Farnadi
2024 — conf
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards.
ACL (Findings)
Khaoula Chehbouni, Megha Roshan, Emmanuel Ma, Futian Andrew Wei, Afaf Taïk, Jackie Chi Kit Cheung, Golnoosh Farnadi
2024 J jnl
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards.
CoRR
Khaoula Chehbouni, Megha Roshan, Emmanuel Ma, Futian Andrew Wei, Afaf Taïk, Jackie C. K. Cheung, Golnoosh Farnadi
2024 J jnl
Mitigating Disparate Impact of Differential Privacy in Federated Learning through Robust Clustering.
CoRR
Saber Malekmohammadi, Afaf Taïk, Golnoosh Farnadi
2024 J jnl
Multilingual Hallucination Gaps in Large Language Models.
CoRR
Cléa Chataigner, Afaf Taïk, Golnoosh Farnadi
2024 — conf
Multilingual Hallucination Gaps.
AFME
Cléa Chataigner, Afaf Taïk, Golnoosh Farnadi
2024 J jnl
Promoting Fair Vaccination Strategies Through Influence Maximization: A Case Study on COVID-19 Spread.
CoRR
Nicola Neophytou, Afaf Taïk, Golnoosh Farnadi
2024 A* conf
Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread.
AAAI
Nicola Neophytou, Afaf Taïk, Golnoosh Farnadi
2023 J jnl
Federated Deep Reinforcement Learning for Open RAN Slicing in 6G Networks.
IEEE Commun. Mag.
Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui
2023 — conf
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements.
EAAMO
Maryam Molamohammadi, Afaf Taïk, Nicolas Le Roux, Golnoosh Farnadi
2023 J jnl
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements.
CoRR
Maryam Molamohammadi, Afaf Taïk, Nicolas Le Roux, Golnoosh Farnadi
2022 J jnl
Clustered Vehicular Federated Learning: Process and Optimization.
CoRR
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
2022 J jnl
Clustered Vehicular Federated Learning: Process and Optimization.
IEEE Trans. Intell. Transp. Syst.
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
2022 J jnl
Data-Aware Device Scheduling for Federated Edge Learning.
IEEE Trans. Cogn. Commun. Netw.
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
2022 J jnl
Data-Quality Based Scheduling for Federated Edge Learning.
CoRR
Afaf Taïk, Hajar Moudoud, Soumaya Cherkaoui
2022 J jnl
Electrical Load Forecasting Using Edge Computing and Federated Learning.
CoRR
Afaf Taïk, Soumaya Cherkaoui
2022 J jnl
Federated Learning for RAN Slicing in Beyond 5G Networks.
CoRR
Amine Abouaomar, Afaf Taïk, Abderrahime Filali, Soumaya Cherkaoui
2021 J jnl
Data-Aware Device Scheduling for Federated Edge Learning.
CoRR
Afaf Taïk, Zoubeir Mlika, Soumaya Cherkaoui
2021 B conf
Data-Quality Based Scheduling for Federated Edge Learning.
LCN
Afaf Taïk, Hajar Moudoud, Soumaya Cherkaoui
2021 J jnl
Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning.
CoRR
Afaf Taïk, Boubakr Nour, Soumaya Cherkaoui
2021 J jnl
Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning.
IEEE Wirel. Commun.
Afaf Taïk, Boubakr Nour, Soumaya Cherkaoui
2021 J jnl
Federated Edge Learning: Design Issues and Challenges.
IEEE Netw.
Afaf Taïk, Soumaya Cherkaoui
2020 — conf
Electrical Load Forecasting Using Edge Computing and Federated Learning.
ICC
Afaf Taïk, Soumaya Cherkaoui
2020 J jnl
Federated Edge Learning : Design Issues and Challenges.
CoRR
Afaf Taïk, Soumaya Cherkaoui